Optimized bitrate ladders for adaptive video streaming with deep reinforcement learning.
Tianchi HuangLifeng SunPublished in: SIGCOMM Posters and Demos (2020)
Keyphrases
- video streaming
- video quality
- bit rate
- rate adaptation
- rate control
- scalable video
- video coding
- bitstream
- packet loss
- cross layer
- rate distortion optimized
- frame rate
- compressed video
- rate distortion
- video content
- quality assessment
- video transmission
- video streams
- visual quality
- motion vectors
- application layer
- error resilient
- multiple description
- error concealment
- macroblock
- image quality
- coding method
- error propagation
- wireless channels
- subband
- inter frame
- coding efficiency
- peer to peer
- video on demand
- multiple description coding
- low complexity
- end to end
- fine granularity
- computational complexity
- multiresolution
- packet losses
- compression efficiency
- video data
- wireless networks
- scalable video coding
- coding scheme
- video signals
- video sequences